Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005198

The MH-36 locality cells most similar to this Nanded cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005128

distance 0.332

#2 · Beedcell 4700005549

distance 0.348 · cross-district

#3 · Parbhanicell 4890002206

distance 0.406 · cross-district

#4 · Nandedcell 4850004994

distance 0.441

#5 · Sanglicell 4930000184

distance 0.443 · cross-district

#6 · Kolhapurcell 4800004248

distance 0.454 · cross-district

#7 · Nandedcell 4850004929

distance 0.468

#8 · Laturcell 4810003220

distance 0.47 · cross-district

#9 · Chandrapurcell 4730003247

distance 0.482 · cross-district

#10 · Dhulecell 4740005174

distance 0.483 · cross-district

#11 · Yavatmalcell 5000009656

distance 0.501 · cross-district

#12 · Amravaticell 4680002787

distance 0.508 · cross-district

#13 · Laturcell 4810003473

distance 0.514 · cross-district

#14 · Ahmednagarcell 4660004946

distance 0.522 · cross-district

#15 · Chandrapurcell 4730003313

distance 0.535 · cross-district

#16 · Beedcell 4700003290

distance 0.54 · cross-district

#17 · Solapurcell 4960005212

distance 0.544 · cross-district

#18 · Solapurcell 4960011103

distance 0.549 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":485,"cluster_id":4850005198}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.